AI has introduced a new reform direction for traditional education, such as automating Grammatical Error Correction (GEC) to reduce teachers’ workload and improve efficiency. However, current GEC models still have flaws because human language is very variable, the available labeled datasets are often too small learn everything automatically. One of key principles preserve correct parts input te...